Daniel A. Messenger

18 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Influence of initial conditions on data-driven model identification and information entropy for ideal mhd problems.
J. Comput. Phys.
Gina Vasey, Daniel A. Messenger, David M. Bortz, Andrew J. Christlieb, Brian W. O'Shea
2025 J jnl
Learning Weather Models from Data with WSINDy.
CoRR
Seth Minor, Daniel A. Messenger, Vanja Dukic, David M. Bortz
2025 J jnl
WENDy for Nonlinear-in-Parameters ODEs.
CoRR
Nic Rummel, Daniel A. Messenger, Stephen Becker, Vanja Dukic, David M. Bortz
2024 J jnl
A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling.
CoRR
Christophe Bonneville, Xiaolong He, April Tran, Jun Sur Richard Park, William Fries, Daniel A. Messenger, Siu Wun Cheung, Yeonjong Shin, David M. Bortz, Debojyoti Ghosh, Jiun-Shyan Chen, Jonathan L. Belof, Youngsoo Choi
2024 J jnl
The Weak Form Is Stronger Than You Think.
CoRR
Daniel A. Messenger, April Tran, Vanja Dukic, David M. Bortz
2024 J jnl
Weak-Form Inference for Hybrid Dynamical Systems in Ecology.
CoRR
Daniel A. Messenger, Greg Dwyer, Vanja Dukic
2023 J jnl
Coarse-Graining Hamiltonian Systems Using WSINDy.
CoRR
Daniel A. Messenger, Joshua W. Burby, David M. Bortz
2023 J jnl
Direct Estimation of Parameters in ODE Models Using WENDy: Weak-form Estimation of Nonlinear Dynamics.
CoRR
David M. Bortz, Daniel A. Messenger, Vanja Dukic
2023 J jnl
Weak-Form Latent Space Dynamics Identification.
CoRR
April Tran, Xiaolong He, Daniel A. Messenger, Youngsoo Choi, David M. Bortz
2022 J jnl
Asymptotic consistency of the WSINDy algorithm in the limit of continuum data.
CoRR
Daniel A. Messenger, David M. Bortz
2022 J jnl
Learning Anisotropic Interaction Rules from Individual Trajectories in a Heterogeneous Cellular Population.
CoRR
Daniel A. Messenger, Graycen E. Wheeler, Xuedong Liu, David M. Bortz
2022 — conf
Online Weak-form Sparse Identification of Partial Differential Equations.
MSML
Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz
2022 J jnl
Online Weak-form Sparse Identification of Partial Differential Equations.
CoRR
Daniel A. Messenger, Emiliano Dall'Anese, David M. Bortz
2021 J jnl
Learning Mean-Field Equations from Particle Data Using WSINDy.
CoRR
Daniel A. Messenger, David M. Bortz
2021 J jnl
Weak SINDy for partial differential equations.
J. Comput. Phys.
Daniel A. Messenger, David M. Bortz
2021 J jnl
Weak SINDy: Galerkin-Based Data-Driven Model Selection.
Multiscale Model. Simul.
Daniel A. Messenger, David M. Bortz
2020 J jnl
Weak SINDy For Partial Differential Equations.
CoRR
Daniel A. Messenger, David M. Bortz
2020 J jnl
Weak SINDy: Galerkin-Based Data-Driven Model Selection.
CoRR
Daniel A. Messenger, David M. Bortz